I believe the answer is: Vertical
Philip curves would be vertical when the market is having a natural rate of employment and this rate of employment wouldn't be affected by the inflation. Neoclassical view would believe that even under inflation, the average supply and demand would still move toward equilibrium, so the employment rate shouldn't be affected as much.